Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
149 Publications
2025 | Journal Article | LibreCat-ID: 59073
Rook, Jeroen G., et al. “MO-SMAC: Multi-Objective Sequential Model-Based Algorithm Configuration.” Evolutionary Computation, 2025, pp. 1–25, doi:10.1162/evco_a_00371.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60219
Vermetten, Diederick, et al. “MO-IOHinspector: Anytime Benchmarking of Multi-Objective Algorithms Using IOHprofiler.” Evolutionary Multi-Criterion Optimization - 13th International Conference, EMO 2025, Canberra, ACT, Australia, March 4-7, 2025, Proceedings, Part I, edited by Hemant K. Singh et al., vol. 15512, Springer, 2025, pp. 242–256, doi:10.1007/978-981-96-3506-1_17.
LibreCat
| DOI
2025 | Journal Article | LibreCat-ID: 60220
Seiler, Moritz, et al. “Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems .” Evolutionary Computation, 2025, pp. 1–27, doi:https://doi.org/10.1162/evco_a_00367.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60813
Seiler, Moritz, et al. “RandOptGen: A Unified Random Problem Generator for Single- and Multi-Objective Optimization Problems with Mixed-Variable Input Spaces.” Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, edited by Bogdan Filipic, ACM, 2025, pp. 76–84, doi:10.1145/3712256.3726478.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60812
Preuß, Oliver Ludger, et al. “Automated Algorithm Configuration and Systematic Benchmarking for Heterogeneous MNK-Landscapes.” Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, edited by Bogdan Filipic, ACM, 2025, pp. 58–66, doi:10.1145/3712256.3726481.
LibreCat
| DOI
2025 | Conference Paper | LibreCat-ID: 60814
Schede, Elias, et al. “Deep Reinforcement Learning for Instance-Specific Algorithm Configuration (GECCO Best Paper Award).” Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2025, NH Malaga Hotel, Malaga, Spain, July 14-18, 2025, edited by Bogdan Filipic, ACM, 2025, pp. 1190–1198, doi:10.1145/3712256.3726480.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54548
Prager, Raphael Patrick, and Heike Trautmann. “Exploratory Landscape Analysis for Mixed-Variable Problems.” IEEE Transactions on Evolutionary Computation, 2024, pp. 1–1, doi:10.1109/TEVC.2024.3399560.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54642
Dietrich, K., et al. “Hybridizing Target- and SHAP-Encoded Features for Algorithm Selection in Mixed-Variable Black-Box Optimization.” Parallel Problem Solving from Nature — PPSN XVIII, edited by M Affenzeller et al., Springer International Publishing, 2024, pp. 1–14.
LibreCat
2024 | Conference Paper | LibreCat-ID: 54643
Seiler, Moritz, et al. “Learned Features vs. Classical ELA on Affine BBOB Functions.” Parallel Problem Solving from Nature — PPSN XVIII, edited by M Affenzeller et al., Springer International Publishing, 2024, pp. 1–14.
LibreCat
2024 | Book Chapter | LibreCat-ID: 52759
Preuß, Oliver Ludger, et al. “On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.” Applications of Evolutionary Computation, Springer Nature Switzerland, 2024, doi:10.1007/978-3-031-56852-7_20.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 52749
Seiler, Moritz, et al. “Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP.” 2023 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2024, doi:10.1109/ssci52147.2023.10372008.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55649
Rook, Jeroen, et al. “Multi-Objective Ranking Using Bootstrap Resampling.” Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2024, Melbourne, VIC, Australia, July 14-18, 2024, edited by Xiaodong Li and Julia Handl, ACM, 2024, pp. 155–158, doi:10.1145/3638530.3654436.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 56221
Rodriguez-Fernandez, Angel E., et al. “Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization.” IEEE Transactions on Evolutionary Computation, 2024, pp. 1–1, doi:10.1109/TEVC.2024.3458855.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58335
Seiler, Moritz, et al. “Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection.” Learning and Intelligent Optimization - 18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024, Revised Selected Papers, edited by Paola Festa et al., vol. 14990, Springer, 2024, pp. 361–376, doi:10.1007/978-3-031-75623-8_29.
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58338
Affenzeller, Michael, et al., editors. Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part III. Springer, 2024, doi:10.1007/978-3-031-70071-2.
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58336
Affenzeller, Michael, et al., editors. Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part I. Springer, 2024, doi:10.1007/978-3-031-70055-2.
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58339
Affenzeller, Michael, et al., editors. Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part IV. Springer, 2024, doi:10.1007/978-3-031-70085-9.
LibreCat
| DOI
2024 | Conference (Editor) | LibreCat-ID: 58337
Affenzeller, Michael, et al., editors. Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II. Springer, 2024, doi:10.1007/978-3-031-70068-2.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 60131
Preuß, Oliver Ludger, et al. “On the Potential of Multi-Objective Automated Algorithm Configuration on Multi-Modal Multi-Objective Optimisation Problems.” Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part I, edited by Stephen L. Smith et al., vol. 14634, Springer, 2024, pp. 305–321, doi:10.1007/978-3-031-56852-7_20.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 60132
Seiler, Moritz, et al. “Learned Features vs. Classical ELA on Affine BBOB Functions.” Parallel Problem Solving from Nature - PPSN XVIII - 18th International Conference, PPSN 2024, Hagenberg, Austria, September 14-18, 2024, Proceedings, Part II, edited by Michael Affenzeller et al., vol. 15149, Springer, 2024, pp. 137–153, doi:10.1007/978-3-031-70068-2_9.
LibreCat
| DOI